{"id":"W4415684572","doi":"10.71000/aaxd5e80","title":"OCULAR MANIFESTATIONS OF SYSTEMIC VIRAL INFECTIONS: A SYSTEMATIC REVIEW","year":2025,"lang":"","type":"article","venue":"Insights-Journal of Health and Rehabilitation","topic":"Retinal and Optic Conditions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cochrane Library; Dengue fever; Herpes simplex virus; Serostatus; Observational study; Dengue virus; Systematic review; Critical appraisal; Cohort study","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002581062,0.0002455633,0.001794333,0.0008942436,0.0003257016,0.00002575459,0.0001098829,0.0001322811,0.00002267939],"category_scores_gemma":[0.005744765,0.000178585,0.0004238879,0.0007934729,0.000296189,0.0002926331,0.00002554185,0.0004278248,0.000006365916],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000342728,"about_ca_system_score_gemma":0.002468152,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006538259,"about_ca_topic_score_gemma":0.000006594314,"domain_scores_codex":[0.9934533,0.001324548,0.004233473,0.0002250153,0.0005192404,0.0002443948],"domain_scores_gemma":[0.9928879,0.002036273,0.002625802,0.0003385888,0.001822566,0.0002888728],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00008903276,0.000559372,0.001234973,0.979037,0.0003952069,0.00002728385,0.005585193,0.00001829958,0.0001435473,0.01097624,0.0008219226,0.00111195],"study_design_scores_gemma":[0.001816736,0.006457619,0.003977051,0.9655751,0.002791744,0.001789658,0.01160008,0.0002007715,0.000007903358,0.005221573,0.0003971374,0.0001646006],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.1489402,0.8277685,0.004298743,0.01384026,0.001018821,0.003683707,0.00001352272,0.00001203538,0.0004241992],"genre_scores_gemma":[0.8465846,0.1510028,0.0008427046,0.001107467,0.00007600935,0.00006821417,0.00001146467,0.00001298401,0.0002937931],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6976444,"threshold_uncertainty_score":0.7282484,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007750259027364273,"score_gpt":0.3132957245645805,"score_spread":0.3055454655372162,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}